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One-class transformer-based feature disentanglement with clustering-driven semisupervised learning for the fault diagnosis of reciprocating machinery.

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Title: One-class transformer-based feature disentanglement with clustering-driven semisupervised learning for the fault diagnosis of reciprocating machinery.
Authors: Cabrera D; South China University of Technology, Wushan Road, Guangzhou, 510640, China. Electronic address: dcabrera@scut.edu.cn., Feng Y; Dongguan University of Technology, No.1 University Road, Dongguan, 523808, China., Sancho F; Seville University, Calle San Fernando, Seville, 41004, Spain., Cerrada M; Universidad Politécnica Salesiana, Calle Vieja 12-30, Cuenca, 010150, Ecuador., Sánchez RV; Universidad Politécnica Salesiana, Calle Vieja 12-30, Cuenca, 010150, Ecuador., Li C; Dongguan University of Technology, No.1 University Road, Dongguan, 523808, China.
Source: ISA transactions [ISA Trans] 2025 Dec; Vol. 167 (Pt B), pp. 1925-1937. Date of Electronic Publication: 2025 Oct 21.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 0374750 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2022 (Electronic) Linking ISSN: 00190578 NLM ISO Abbreviation: ISA Trans Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Cabrera+D%22">Cabrera D</searchLink>; South China University of Technology, Wushan Road, Guangzhou, 510640, China. Electronic address: dcabrera@scut.edu.cn.<br /><searchLink fieldCode="AU" term="%22Feng+Y%22">Feng Y</searchLink>; Dongguan University of Technology, No.1 University Road, Dongguan, 523808, China.<br /><searchLink fieldCode="AU" term="%22Sancho+F%22">Sancho F</searchLink>; Seville University, Calle San Fernando, Seville, 41004, Spain.<br /><searchLink fieldCode="AU" term="%22Cerrada+M%22">Cerrada M</searchLink>; Universidad Politécnica Salesiana, Calle Vieja 12-30, Cuenca, 010150, Ecuador.<br /><searchLink fieldCode="AU" term="%22Sánchez+RV%22">Sánchez RV</searchLink>; Universidad Politécnica Salesiana, Calle Vieja 12-30, Cuenca, 010150, Ecuador.<br /><searchLink fieldCode="AU" term="%22Li+C%22">Li C</searchLink>; Dongguan University of Technology, No.1 University Road, Dongguan, 523808, China.
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  Data: <searchLink fieldCode="JN" term="%220374750%22">ISA transactions</searchLink> [ISA Trans] 2025 Dec; Vol. 167 (Pt B), pp. 1925-1937. <i>Date of Electronic Publication: </i>2025 Oct 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0374750 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-2022 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200190578%22">00190578 </searchLink><i>NLM ISO Abbreviation: </i>ISA Trans <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
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        Value: 10.1016/j.isatra.2025.10.032
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              Text: 2025 Dec
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